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krivard edited this page Aug 21, 2014 · 14 revisions

ProPPR: Programming with Personalized PageRank

Publications

[Programming with Personalized PageRank: A Locally Groundable First-Order Probabilistic Logic] (http://www.cs.cmu.edu/~wcohen/postscript/cikm-2013-proppr.pdf) CIKM-2013, Honorable Mention for Best Paper

Beyond the README

Walkthroughs: Line-by-line demos
Concepts: What's a logic program? What's a graph? What's being learned? What are the features?
Using Features in ProPPR: How to pair the right feature with the right program
Best Practices: How do I build a good dataset?

ProPPR Architecture and Specifications

Feature Functions Spec Internal specification of feature functions